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Volumn 51, Issue 1, 2015, Pages 124-144

Color Image Analysis by Quaternion-Type Moments

Author keywords

Color face recognition; Color image; Color image registration; Moment; Moment invariant; Quaternion

Indexed keywords

COLOR; COMPUTATIONAL EFFICIENCY; FACE RECOGNITION; IMAGE REGISTRATION; METHOD OF MOMENTS;

EID: 84921701101     PISSN: 09249907     EISSN: 15737683     Source Type: Journal    
DOI: 10.1007/s10851-014-0511-6     Document Type: Article
Times cited : (291)

References (66)
  • 1
    • 79851507788 scopus 로고    scopus 로고
    • A quaternion framework for color image smoothing and segmentation
    • Subakan, O.N., Vemuri, B.C.: A quaternion framework for color image smoothing and segmentation. Int. J. Comput. Vis. 91(3), 233–250 (2011)
    • (2011) Int. J. Comput. Vis. , vol.91 , Issue.3 , pp. 233-250
    • Subakan, O.N.1    Vemuri, B.C.2
  • 3
    • 0030260155 scopus 로고    scopus 로고
    • Fourier transforms of colour images using quaternion or hypercomplex, numbers
    • Sangwine, S.J.: Fourier transforms of colour images using quaternion or hypercomplex, numbers. Electron. Lett. 32(1), 1979–1980 (1996)
    • (1996) Electron. Lett. , vol.32 , Issue.1 , pp. 1979-1980
    • Sangwine, S.J.1
  • 4
    • 0029696308 scopus 로고    scopus 로고
    • A novel block truncation coding of color images by using quaternion-moment-preserving principle
    • Pei, S.C., Cheng, C.M.: A novel block truncation coding of color images by using quaternion-moment-preserving principle. In: Proc. IEEE Int. Symp. Circuits and Systems, vol. 2, pp. 684–687 (1996).
    • (1996) Proc. IEEE Int. Symp. Circuits and Systems, vol. 2 , pp. 684-687
    • Pei, S.C.1    Cheng, C.M.2
  • 5
    • 0032635565 scopus 로고    scopus 로고
    • Color image processing by using binary quaternion-moment preserving thresholding technique
    • Pei, S.C., Cheng, C.M.: Color image processing by using binary quaternion-moment preserving thresholding technique. IEEE Trans. Image Process. 8(5), 22–35 (1999)
    • (1999) IEEE Trans. Image Process. , vol.8 , Issue.5 , pp. 22-35
    • Pei, S.C.1    Cheng, C.M.2
  • 9
    • 33847695369 scopus 로고    scopus 로고
    • Hypercomplex fourier transforms of color images
    • Ell, T.A., Sangwine, S.J.: Hypercomplex fourier transforms of color images. IEEE Trans. Image Process. 16(1), 22–35 (2007)
    • (2007) IEEE Trans. Image Process. , vol.16 , Issue.1 , pp. 22-35
    • Ell, T.A.1    Sangwine, S.J.2
  • 10
    • 58049196709 scopus 로고    scopus 로고
    • Estimation of motions in color image sequences using hypercomplex fourier transforms
    • Alexiadis, D.S., Sergiadis, G.D.: Estimation of motions in color image sequences using hypercomplex fourier transforms. IEEE Trans. Image Process. 18(1), 168–187 (2009)
    • (2009) IEEE Trans. Image Process. , vol.18 , Issue.1 , pp. 168-187
    • Alexiadis, D.S.1    Sergiadis, G.D.2
  • 11
    • 76749104248 scopus 로고    scopus 로고
    • Local quaternion fourier transform and color image texture analysis
    • Assefa, D., Mansinha, L., Tiampo, K.F., Rasmussen, H., Abdella, K.: Local quaternion fourier transform and color image texture analysis. Signal Process. 90(6), 1825–1835 (2010)
    • (2010) Signal Process. , vol.90 , Issue.6 , pp. 1825-1835
    • Assefa, D.1    Mansinha, L.2    Tiampo, K.F.3    Rasmussen, H.4    Abdella, K.5
  • 13
    • 77957974627 scopus 로고    scopus 로고
    • Quaternion fourier-mellin moments for color image
    • Guo, L.Q., Zhu, M.: Quaternion fourier-mellin moments for color image. Pattern Recognit. 44(2), 187–195 (2011)
    • (2011) Pattern Recognit. , vol.44 , Issue.2 , pp. 187-195
    • Guo, L.Q.1    Zhu, M.2
  • 14
    • 78650412588 scopus 로고    scopus 로고
    • Color face recognition based on quaternion matrix representation
    • Sun, Y.F., Chen, S.Y., Yin, B.C.: Color face recognition based on quaternion matrix representation. Pattern Recognit. Lett. 32(4), 597–605 (2011)
    • (2011) Pattern Recognit. Lett. , vol.32 , Issue.4 , pp. 597-605
    • Sun, Y.F.1    Chen, S.Y.2    Yin, B.C.3
  • 15
    • 80054750388 scopus 로고    scopus 로고
    • Quaternion zernike moments and their invariants for color image analysis and object recognition
    • Chen, B.J., Shu, H.Z., Zhang, H., Chen, G., Toumoulin, C., Dillenseger, J.L., Luo, L.M.: Quaternion zernike moments and their invariants for color image analysis and object recognition. Signal Process. 92(2), 308–318 (2012)
    • (2012) Signal Process. , vol.92 , Issue.2 , pp. 308-318
    • Chen, B.J.1    Shu, H.Z.2    Zhang, H.3    Chen, G.4    Toumoulin, C.5    Dillenseger, J.L.6    Luo, L.M.7
  • 16
    • 84885443657 scopus 로고    scopus 로고
    • Illumination invariant face recognition using quaternion-based correlation filters
    • Rizo-Rodríguez, D., Méndez-Vázquez, H., García-Reyes, E.: Illumination invariant face recognition using quaternion-based correlation filters. J. Math. Imaging Vis. 45(2), 164–175 (2013)
    • (2013) J. Math. Imaging Vis. , vol.45 , Issue.2 , pp. 164-175
    • Rizo-Rodríguez, D.1    Méndez-Vázquez, H.2    García-Reyes, E.3
  • 17
    • 0004203538 scopus 로고
    • Hypercomplex spectral transforms. Ph.D. dissertation, Minnesota Univ., Minneapolis
    • Ell, T.A.: Hypercomplex spectral transforms. Ph.D. dissertation, Minnesota Univ., Minneapolis, USA (1992)
    • (1992) USA
    • Ell, T.A.1
  • 18
    • 0003499969 scopus 로고    scopus 로고
    • Hypercomplex spectral signal representations for image processing and analysis. Ph.D. dissertation, University of Kiel, Kiel
    • Bülow, T.: Hypercomplex spectral signal representations for image processing and analysis. Ph.D. dissertation, University of Kiel, Kiel, Germany (1999)
    • (1999) Germany
    • Bülow, T.1
  • 22
    • 33144488247 scopus 로고    scopus 로고
    • The theory and use of the quaternion wavelet transform
    • Bayro-Corrochano, E.: The theory and use of the quaternion wavelet transform. J. Math. Imaging Vis. 24(1), 19–35 (2006)
    • (2006) J. Math. Imaging Vis. , vol.24 , Issue.1 , pp. 19-35
    • Bayro-Corrochano, E.1
  • 24
    • 79952654668 scopus 로고    scopus 로고
    • Quaternion ica from second-order statistics
    • Via, J., Palomar, D.P., Vielva, L.: Quaternion ica from second-order statistics. IEEE Trans. Signal Process. 59(4), 1586–1600 (2011)
    • (2011) IEEE Trans. Signal Process. , vol.59 , Issue.4 , pp. 1586-1600
    • Via, J.1    Palomar, D.P.2    Vielva, L.3
  • 26
    • 84879945759 scopus 로고    scopus 로고
    • Quaternion polar harmonic transforms for color images
    • Li, Y.N.: Quaternion polar harmonic transforms for color images. IEEE Signal Process. Lett. 20(8), 803–806 (2013)
    • (2013) IEEE Signal Process. Lett. , vol.20 , Issue.8 , pp. 803-806
    • Li, Y.N.1
  • 27
    • 78651111550 scopus 로고    scopus 로고
    • Clifford-Fourier transform for color image processing
    • Springer, London:
    • Batard, T., Berthier, M., Saint-Jean, C.: Clifford-Fourier transform for color image processing. In: Geometric Algebra Computing, pp. 135–162. Springer, London (2010)
    • (2010) Geometric Algebra Computing , pp. 135-162
    • Batard, T.1    Berthier, M.2    Saint-Jean, C.3
  • 28
    • 84921700120 scopus 로고    scopus 로고
    • Color object recognition based on a Clifford Fourier transform. Guide to Geometric Algebra in Practice
    • Springer, London:
    • Mennesson, J., Saint-Jean, C., Mascarilla, L.: Color object recognition based on a Clifford Fourier transform. Guide to Geometric Algebra in Practice, pp. 175–191. Springer, London (2011)
    • (2011) pp , vol.175-191
    • Mennesson, J.1    Saint-Jean, C.2    Mascarilla, L.3
  • 29
    • 84921700119 scopus 로고    scopus 로고
    • Sangwine
    • Trends in Mathematics (TIM), Birkhauser: Basel
    • Hitzer, E., Sangwine, S.J. (eds.): Quaternion and Clifford Fourier transforms and wavelets. In: Trends in Mathematics (TIM), Birkhauser, Basel (2013)
    • (2013) S.J
    • Hitzer, E.1
  • 30
    • 84892698809 scopus 로고    scopus 로고
    • Color fourier-mellin descriptors for image recognition
    • Mennesson, J., Saint-Jean, C., Mascarilla, L.: Color fourier-mellin descriptors for image recognition. Pattern Recogn. Lett. 40(4), 27–35 (2014)
    • (2014) Pattern Recogn. Lett. , vol.40 , Issue.4 , pp. 27-35
    • Mennesson, J.1    Saint-Jean, C.2    Mascarilla, L.3
  • 32
    • 78149294352 scopus 로고    scopus 로고
    • Clifford support vector machines for classification, regression, and recurrence
    • Bayro-Corrochano, E.J., Arana-Daniel, N.: Clifford support vector machines for classification, regression, and recurrence. IEEE Trans. Neural Netw. 21(11), 1731–1746 (2010)
    • (2010) IEEE Trans. Neural Netw. , vol.21 , Issue.11 , pp. 1731-1746
    • Bayro-Corrochano, E.J.1    Arana-Daniel, N.2
  • 33
    • 36049051429 scopus 로고    scopus 로고
    • Clifford algebra CI (3,0)-valued wavelet transformation, Clifford wavelet uncertainty inequality and Clifford Gabor wavelets
    • Bahri, M., Hitzer, E.: Clifford algebra CI$$_{3, 0}$$3,0-valued wavelet transformation, Clifford wavelet uncertainty inequality and Clifford Gabor wavelets. Int. J. Wavelets Multiresolution Inf. Process. 5(6), 997–1019 (2007)
    • (2007) Int. J. Wavelets Multiresolution Inf. Process. , vol.5 , Issue.6 , pp. 997-1019
    • Bahri, M.1    Hitzer, E.2
  • 34
    • 84901984756 scopus 로고    scopus 로고
    • Detection of outer rotations on 3D-Vector fields with iterative geometric correlation and its efficiency
    • Bujack, R., Scheuermann, G., Hitzer, E.: Detection of outer rotations on 3D-Vector fields with iterative geometric correlation and its efficiency. Adv. Appl. Clifford Alg. (2013). doi:10.1007/s00006-013-0411-7
    • (2013) Adv. Appl. Clifford Alg.
    • Bujack, R.1    Scheuermann, G.2    Hitzer, E.3
  • 35
    • 84878114862 scopus 로고    scopus 로고
    • Applications of clifford’s geometric algebra
    • Hitzer, E., Nitta, T., Kuroe, Y.: Applications of clifford’s geometric algebra. Adv. Appl. Clifford Alg. 23(2), 377–404 (2013)
    • (2013) Adv. Appl. Clifford Alg. , vol.23 , Issue.2 , pp. 377-404
    • Hitzer, E.1    Nitta, T.2    Kuroe, Y.3
  • 37
    • 34748916929 scopus 로고    scopus 로고
    • Moment-based approaches in image part 1: basic features
    • Shu, H.Z., Luo, L.M., Coatrieux, J.L.: Moment-based approaches in image part 1: basic features. IEEE Eng. Med. Biol. Mag. 26(5), 70–74 (2007)
    • (2007) IEEE Eng. Med. Biol. Mag. , vol.26 , Issue.5 , pp. 70-74
    • Shu, H.Z.1    Luo, L.M.2    Coatrieux, J.L.3
  • 39
    • 41549087439 scopus 로고    scopus 로고
    • Template matching using the parametric template vector with translation, rotation and scale invariance
    • Lin, Y.H., Chen, C.H.: Template matching using the parametric template vector with translation, rotation and scale invariance. Pattern Recognit. 41(7), 2413–2421 (2008)
    • (2008) Pattern Recognit. , vol.41 , Issue.7 , pp. 2413-2421
    • Lin, Y.H.1    Chen, C.H.2
  • 40
    • 0033696191 scopus 로고    scopus 로고
    • Classification of rotifers with machine vision by shape moment invariants
    • Yang, C.Y., Chou, J.J.: Classification of rotifers with machine vision by shape moment invariants. Aquac. Eng. 24(1), 33–57 (2000)
    • (2000) Aquac. Eng. , vol.24 , Issue.1 , pp. 33-57
    • Yang, C.Y.1    Chou, J.J.2
  • 41
    • 70449715224 scopus 로고    scopus 로고
    • Reconstruction of tomographic images from limited range projections using discrete radon transform and tchebichef moments
    • Dai, X.B., Shu, H.Z., Luo, L.M., Han, G.N., Coatrieux, J.L.: Reconstruction of tomographic images from limited range projections using discrete radon transform and tchebichef moments. Pattern Recognit. 43(3), 1152–1164 (2010)
    • (2010) Pattern Recognit. , vol.43 , Issue.3 , pp. 1152-1164
    • Dai, X.B.1    Shu, H.Z.2    Luo, L.M.3    Han, G.N.4    Coatrieux, J.L.5
  • 44
    • 0037653711 scopus 로고    scopus 로고
    • Translation invariants of zernike moments
    • Chong, C.W., Raveendran, P., Mukundan, R.: Translation invariants of zernike moments. Pattern Recognit. 36(8), 1765–1773 (2003)
    • (2003) Pattern Recognit , vol.36 , Issue.8 , pp. 1765-1773
    • Chong, C.W.1    Raveendran, P.2    Mukundan, R.3
  • 46
    • 0032300621 scopus 로고    scopus 로고
    • On the accuracy of zernike moments for image analysis
    • Liao, S.X., Pawlak, M.: On the accuracy of zernike moments for image analysis. IEEE Trans. Pattern Anal. Machine Intell. 20(12), 1358–1364 (1998)
    • (1998) IEEE Trans. Pattern Anal. Machine Intell. , vol.20 , Issue.12 , pp. 1358-1364
    • Liao, S.X.1    Pawlak, M.2
  • 47
    • 70349312795 scopus 로고    scopus 로고
    • Affine moment invariants of color images
    • Suk, T., Flusser, J.: Affine moment invariants of color images. In: Proc. CAIP 2009, vol. LNCS5702, pp. 334–341 (2009)
    • (2009) Proc. CAIP 2009, vol. LNCS5702 , pp. 334-341
    • Suk, T.1    Flusser, J.2
  • 48
    • 0036810675 scopus 로고    scopus 로고
    • The role of complex cells in object recognition
    • Shams, L., Malsburg, C.V.D.: The role of complex cells in object recognition. Vis. Res. 42(22), 2547–2554 (2002)
    • (2002) Vis. Res. , vol.42 , Issue.22 , pp. 2547-2554
    • Shams, L.1    Malsburg, C.V.D.2
  • 50
    • 33748693695 scopus 로고    scopus 로고
    • A general method to derive the relationship between two sets of zernike coefficients corresponding to different aperture sizes
    • Shu, H.Z., Luo, L.M., Han, G.N., Coatrieux, J.L.: A general method to derive the relationship between two sets of zernike coefficients corresponding to different aperture sizes. J. Opt. Soc. Am. A 23(8), 1960–1966 (2006)
    • (2006) J. Opt. Soc. Am. A , vol.23 , Issue.8 , pp. 1960-1966
    • Shu, H.Z.1    Luo, L.M.2    Han, G.N.3    Coatrieux, J.L.4
  • 51
    • 70449528731 scopus 로고    scopus 로고
    • Construction of a complete set of orthogonal fourier-mellin moment invariants for pattern recognition applications
    • Zhang, H., Shu, H.Z., Haigron, P., Li, B.S., Luo, L.M.: Construction of a complete set of orthogonal fourier-mellin moment invariants for pattern recognition applications. Image Vis. Comput. 28(1), 38–44 (2010)
    • (2010) Image Vis. Comput. , vol.28 , Issue.1 , pp. 38-44
    • Zhang, H.1    Shu, H.Z.2    Haigron, P.3    Li, B.S.4    Luo, L.M.5
  • 52
    • 84869171860 scopus 로고    scopus 로고
    • On the fast computation of orthogonal fourier-mellin moments with improved numerical stability
    • Walia, E., Singh, C., Goyal, A.: On the fast computation of orthogonal fourier-mellin moments with improved numerical stability. J. Real-Time Image Process. 7(4), 247–256 (2012)
    • (2012) J. Real-Time Image Process. , vol.7 , Issue.4 , pp. 247-256
    • Walia, E.1    Singh, C.2    Goyal, A.3
  • 53
    • 84867735237 scopus 로고    scopus 로고
    • Fast computation of zernike moments in polar coordinates
    • Liu, C., Huang, X.H., Wang, M.: Fast computation of zernike moments in polar coordinates. IET Image Process. 6(7), 996–1004 (2012)
    • (2012) IET Image Process. , vol.6 , Issue.7 , pp. 996-1004
    • Liu, C.1    Huang, X.H.2    Wang, M.3
  • 54
    • 84865968370 scopus 로고    scopus 로고
    • Analysis of algorithms for fast computation of pseudo Zernike moments and their numerical stability
    • Singh, C., Walia, E., Pooja, S., Upneja, R.: Analysis of algorithms for fast computation of pseudo Zernike moments and their numerical stability. Digital Signal Process. 22(6), 1031–1043 (2012)
    • (2012) Digital Signal Process , vol.22 , Issue.6 , pp. 1031-1043
    • Singh, C.1    Walia, E.2    Pooja, S.3    Upneja, R.4
  • 55
    • 0006425115 scopus 로고    scopus 로고
    • Decomposition of 2D hypercomplex Fourier transforms into pairs of complex Fourier transforms
    • Ell, T., Sangwine, S.J.: Decomposition of 2D hypercomplex Fourier transforms into pairs of complex Fourier transforms. In: Proc. Eusipco., vol. 2 (2000)
    • (2000) Proc. Eusipco., vol , pp. 2
    • Ell, T.1    Sangwine, S.J.2
  • 59
    • 0037861990 scopus 로고    scopus 로고
    • Hypercomplex correlation techniques for vector images
    • Moxey, C.E., Sangwine, S.J., Ell, T.A.: Hypercomplex correlation techniques for vector images. IEEE Trans. Signal Process. 51(7), 1941–1953 (2003)
    • (2003) IEEE Trans. Signal Process. , vol.51 , Issue.7 , pp. 1941-1953
    • Moxey, C.E.1    Sangwine, S.J.2    Ell, T.A.3
  • 60
    • 0003840341 scopus 로고    scopus 로고
    • Columbia Object Image Library (COIL-100), Tech. Rep
    • Nene, S.A., Nayar, S.K., Murase, H.: Columbia Object Image Library (COIL-100), Tech. Rep. CUCS-006-96 (1996)
    • (1996) CUCS-006-96
    • Nene, S.A.1    Nayar, S.K.2    Murase, H.3
  • 62
    • 84891084175 scopus 로고    scopus 로고
    • Color face recognition based on quaternion zernike moment invariants and quaternion bp neural network
    • Chen, B.J., Shu, H.Z., Chen, G., Ge, J., Luo, L.M.: Color face recognition based on quaternion zernike moment invariants and quaternion bp neural network. Appl. Mech. Mater. 446–447, 1034–1039 (2014)
    • (2014) Appl. Mech. Mater. , vol.446-447 , pp. 1034-1039
    • Chen, B.J.1    Shu, H.Z.2    Chen, G.3    Ge, J.4    Luo, L.M.5
  • 63
    • 84921700118 scopus 로고    scopus 로고
    • Description of the Collection of Facial Images [Online]
    • (June)
    • Spacek, L.: (2008, June 20). Description of the Collection of Facial Images [Online]. Available: http://cswww.essex.ac.uk/mv/allfaces/index.html
    • (2008) Available:
    • Spacek, L.1
  • 64
    • 79551657494 scopus 로고    scopus 로고
    • Combined invariants to similarity transformation and to blur using orthogonal zernike moments
    • Chen, B.J., Shu, H.Z., Zhang, H., Coatrieux, G., Luo, L.M., Coatrieux, J.L.: Combined invariants to similarity transformation and to blur using orthogonal zernike moments. IEEE Trans. Image Process. 20(2), 345–360 (2011)
    • (2011) IEEE Trans. Image Process. , vol.20 , Issue.2 , pp. 345-360
    • Chen, B.J.1    Shu, H.Z.2    Zhang, H.3    Coatrieux, G.4    Luo, L.M.5    Coatrieux, J.L.6
  • 65
    • 77957321345 scopus 로고    scopus 로고
    • Algorithm for automatic image registration on harris-laplace features
    • Wang, W.X., Luo, D.J., Li, W.S.: Algorithm for automatic image registration on harris-laplace features. J. Appl. Remote Sens. 3(033554), 1–13 (2009)
    • (2009) J. Appl. Remote Sens. , vol.3 , Issue.33554 , pp. 1-13
    • Wang, W.X.1    Luo, D.J.2    Li, W.S.3
  • 66
    • 0006742389 scopus 로고    scopus 로고
    • A hybrid image registration technique for a digital camera image fusion application
    • Zhang, Z., Blum, R.S.: A hybrid image registration technique for a digital camera image fusion application. Inf. Fusion 2(2), 135–149 (2001)
    • (2001) Inf. Fusion , vol.2 , Issue.2 , pp. 135-149
    • Zhang, Z.1    Blum, R.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.